This week, let’s dive into specific ways generative AI is making a tangible impact in businesses: 1. Content Creation with Jasper: Marketing teams are using Jasper to generate blog posts and social media content. A company can input a topic like “sustainable packaging” and Jasper can produce an entire article in minutes. 2. Customer Support Automation: Companies like Shopify use AI agents such as Zendesk’s Answer Bot to handle frequently asked questions. This allows businesses to provide instant responses to customers, improving satisfaction and freeing up human agents for complex inquiries. 3. Design Innovation with Autodesk: Autodesk’s generative design software allows engineers to input specific design goals and constraints. For instance, a manufacturer can create a lightweight part by specifying weight limits and material types, and the software will generate multiple design options. 4. Data Analysis with Tableau: Businesses are leveraging Tableau’s AI features to analyse sales data. A retail company can use Tableau to identify purchasing trends for targeted marketing campaigns and inventory management based on customer preferences. Generative AI is driving efficiency and innovation across various business functions. If you have questions or need assistance with these tools, feel free to reach out!

Today marks a significant milestone in artificial intelligence with the launch of OpenAI's **o1 model**, a groundbreaking addition to the AI landscape. This model, codenamed "Strawberry," is designed to enhance reasoning capabilities by mimicking human-like thought processes, particularly in complex tasks such as coding, mathematics, and scientific problem-solving. **Key Features of the o1 Model:** - **Deep Reasoning:** The o1 model is engineered to spend more time "thinking" before responding, allowing it to tackle intricate problems more effectively than its predecessors. This includes a remarkable ability to solve multi-step challenges, achieving an impressive **83% accuracy** in a qualifying exam for the International Mathematics Olympiad, compared to just **13%** for its predecessor, GPT-4o. - **Two Variants:** OpenAI has introduced two versions: - **o1-preview**: Tailored for advanced reasoning tasks, particularly in STEM fields. - **o1-mini**: A more compact and cost-effective version, optimized for coding and math, priced significantly lower than o1-preview. - **Performance Benchmarks:** In competitive programming scenarios like Codeforces, the o1 model ranked in the **89th percentile**, showcasing its prowess in coding challenges. - **Innovative Training Method:** Unlike previous models that learned from patterns in data, the o1 model utilizes **reinforcement learning**, allowing it to learn from trial and error, which enhances its problem-solving capabilities. **Access and Availability:** Starting today, users of **ChatGPT Plus and Team** can access both o1-preview and o1-mini. Enterprise and educational users will gain access next week. OpenAI plans to extend o1-mini access to all free ChatGPT users in the near future. **Limitations to Note:** While the o1 model represents a leap forward, it currently lacks some features found in earlier models, such as web browsing and file uploads. Its processing speed may also be slower, reflecting its focus on deep reasoning.

According to open ai's o1 documentation prompt engineering for o1 models is different from earlier models: - Keep prompts simple and direct and do not guide the model too much because it understands instructions well - Avoid chain of thought prompts since o1 models already reasons internally - Use delimiters like triple quotation markets, XML tags and section titles so the model can get clarity on which sections it is interpreting - Limit additional context for retrieval augmented generation (RAG) because OpenAI said adding more context or documents when using the models for RAG tasks could overcomplicate its response

This week, let’s highlight Google Gemini, an innovative generative AI agent designed to enhance user interactions. 1. What is Google Gemini? Gemini is a powerful AI tool integrated into Google’s search engine, capable of understanding complex queries and providing detailed responses. 2. How to Use Gemini: - Enhanced Search: Users can ask nuanced questions, and Gemini will generate comprehensive answers, making information retrieval more efficient. - Content Creation: Gemini can assist in drafting articles or summaries based on user prompts, streamlining the writing process. 3. Getting Started: Simply use the Google search bar to ask questions or request content generation. Gemini's AI capabilities will enhance your search experience. By leveraging Google Gemini, you can improve your information gathering and content creation efforts. If you have questions or need assistance, feel free to reach out!